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AI Chip Momentum Stocks
Dual Defense Tactical Risk Mitigation Strategy
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Welcome!
SectorSurfer levels the playing field with Wall
Street by putting the power of
award winning
high performance investment algorithms in your hands. Its
True Sector Rotation
algorithm holds only the momentum leader during bull markets, and its
StormGuard
algorithm seeks to protect and grow your assets during bear
markets. Only by owning the trend leader and
avoiding the laggards can one simultaneously
improve returns
and
reduce risk.
Higher Returns:
Returns cannot be improved by diversification
alone. Diversification inherently produces average
results
by owning a bit of everything. To improve
returns, one must own only the trend leader and
avoid the trend laggards. By optimally extracting
trend signals from noisy market data and owning
only the trend leader SectorSurfer can produce
higher returns as shown by example below.
--- Click link for more information. ---
White dot: S&P500. Yellow dot: SectorSurfer.
Relative Risk:
We believe that risk is about losing money,
not about how wiggly the line on the chart
is. We believe that treating both up and
down-moves equally as risk is an error
because only down-moves contribute to
real loss. SectorSurfer's risk measure is
the downside risk of the strategy relative
to the downside risk of the S&P500 as
shown in the example chart below.
--- Click link for more information. ---
White dot: S&P500. Yellow dot: SectorSurfer.
True Sector Rotation:
True Sector Rotation is the method of owning the one, and only one,
best trending fund at any time. Since half of the market
sectors will, by definition, be beating the S&P 500 at
any time, owning only the trend leader is an excellent
way to beat the market.
Market data contains trends, and a trend means
that something from the past can tell you something
about the future. Thus, extracting trend signals from
noisy market data is the whole game.
SectorSurfer
extracts trends from noisy market date to
improve your investment batting average.
It works for ETFs, mutual funds and stocks.
StormGuard:
Market storms are much larger than market corrections
and require special detection methods. SectorSurfer's
StormGuard algorithm is designed to find the optimum
balance between reacting too quickly and producing
whipsaw losses, versus reacting too slowly and getting
hurt by the market storm.
StormGuard-Armor is our highest performance market
sentiment indicator. It examines three separate sources
of market data to derive whether the market is safe for
investing. By focusing on Safety First, not only are
losses reduced, but you keep more of your hard earned
returns. StormGuard-Armor is in fact the highest
performance market direction indicator on the market!
Methodology |
Construction |
Application |
The AI Chip Stocks Strategy employs an advanced low-noise momentum
algorithm to evaluate a set of candidate stocks at each
month-end to identify the trend leader most likely to do
well next month. The Strategy further employs our tactical
risk mitigation defenses, StormGuard and TrendGuard, that
seek to avoid loss during bear markets by selecting an ETF
from a defensive set of candidate ETFs.
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In
bull markets, the momentum leader candidates include the
AI Chip Stocks (ARM, NVDA, AMD, ASML, TSM, AVGO, AMAT, KLAC,
QCOM, MU, INTC), and the TrendGuard Backstop index
SSTOP, which holds an aggressive ETF
momentum leader. In bear markets
StormGuard is triggered and
Bear Market Strategy BMS-X selects a
defensive momentum leader.
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The AI Chip Stocks Strategy is designed for relatively
aggressive portions of an investment portfolio. Note:
Momentum is not always present in equity markets. Economic,
bureaucratic, and social reaction to inflation, politics,
and pandemics can sometimes disrupt momentum in otherwise
orderly markets, which is a requirement to achieve
profitable momentum trading.
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Data
Download |
Chart
Reading Notes |
Summary Analysis CSV
Note: Email and
text trade alerts are available only for paid subscriptions.
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• The white line on the chart is the S&P500 Index as a
performance reference.
• The multi-color line is the strategy equity
curve indicating which fund was owned.
• The logarithmic chart produces a straight line
for the same rate of return over time.
• Note Tail Risk reduction (bottom left chart)
due to risk avoidance by Dual Defense.
• Note the yellow and white spots for Risk and
Return on the square rainbow chart.
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Import
via StrategyID
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638508837128971034-25-25-464359
To import this strategy into the Strategies page of your
account click the blue S
icon to Select a Strategy and then copy and paste the above StrategyID into the text box in the upper right.
Then click the Import Strategy button to bring it in.
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Please Explore the Top Menu
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About SectorSurfer
Who We Are
Our technology and services are the result of more than three decades of research and development by SumGrowth Co-founder and CEO Scott Juds, a Stanford educated signal processing engineer. The company's first service, SectorSurfer, was launched in 2010. Today, over 25,000 online subscriber strategies and portfolios are processed daily.
Meet our
Team Members
Here..
We Believe:
• High
performance investment software should be for everyone — not
just big Wall Street firms.
• Diversification is not a justifiable reason to own
poorly performing funds — they hurt your portfolio.
• Great investment advice isn't a fund sorting tool — it's
automatically selecting this month's best fund.
We'll do the
Hard Work ...
... While You
Have a Life!
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Highly Recommended |
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Click to Get
a Free Copy
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Why
Taking Control Urgently Matters
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Diversify and Rebalance? Why
Be Average?
The financial industry has hypnotized us
into believing diversification and
rebalancing is the only worthy investment
strategy. But diversification inherently
means owning a little bit of everything —
which is the formula for achieving precisely
average performance! Rebalancing further ensures
we
won't stray far from average. No other industry
proclaims average performance is the best
you can achieve. Fortunately, it's not true
here either.
Change the Game!
To achieve a different result
requires a different approach. Price momentum has long been proven
the best predictor of future returns. Simply
by owning momentum leaders and avoiding
momentum laggards one can simultaneously
improve returns and reduce risk of loss. No
diversification compromise! SectorSurfer
further maximizes performance utilizing
digital signal processing theory and
automated strategy tuning.
An Extra 10%
Really Matters
Before Retirement:
The
Nest
Egg Value chart
illustrates how an additional 10% annual
return compounds over 15 years to produce a
nest egg four times the value it would have
otherwise had. The earlier you start, the
greater the multiple. It really matters!
After
Retirement: The Nest Egg Annual Income
chart illustrates how portfolio return
affects the inflation-adjusted annual income
you can take, assuming a $100k
nest egg, 2.5% inflation, and 30 years of
retirement to fund. In the illustrated
example, investing in the S&P 500 would
likely allow an income of $14,000/yr.
However, earning an extra 10% increases it to
$36,000/year. Again, it really matters!
Additional Resources
• The Economist:
Momentum in Financial Markets.
A compilation of industry studies and
expert opinions.
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What is True Sector Rotation?
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The Trend is Your Friend
Trends and fads are an inherent part of
human character. It takes time for
information to spread, to be understood, and
to be acted on. This creates momentum.
Price
momentum is found in all capital
markets, including stocks, bonds,
treasuries, and currencies. By its very definition,
"trend" means that information from the recent
past tells you something about the near future.
SectorSurfer's trend analysis algorithms use modern digital
signal processing theory to optimally
extract trend signals from noisy market
data.
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True Sector Rotation
The
market cycle is tied to the economic cycle.
Each market sector performs best during a
portion of the economic cycle. If you think
of each market sector as a piston in your
investment engine, the smoothest, most
powerful ride will be achieved when each of
the major market sectors is represented in
your portfolio ... but only while each is
delivering its power stroke.
By owning only the top trend
leaders and avoiding trend laggards one can
simultaneously improve returns and reduce
risk of loss.
That's True Sector Rotation!
Diversify and Rebalance?
Diversification inherently yields
precisely average performance. Master investor Warren Buffet
instructs us:
"Wide diversification is only
required when investors do not understand
what they are doing.
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Additional Resources
• Short video demo on
how True Sector Rotation
produces higher returns.
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Sector Rotation Theory Page
provides theory summary and technical
explanations.
• The Economist:
Momentum in Financial Markets.
A
must read for momentum doubters.
• Jegadeesh & Titman
Profitability of Momentum Strategies.
Academic momentum paper.
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Instructive Video |
How
StormGuard Reduces Risk
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Risk is About Losing Money!
The definition of risk depends on who you ask. The financial industry
uses
the coefficient
of variation (CV) to measure risk, which tells you how
wiggly the line on the chart is, but not the
probability of losing real money. Treating
both up and down-moves equally as risk is an
unfortunate consequence. Only down-moves
contribute to real loss. SectorSurfer's risk
measure is the
probability of
a 15% loss
in a year.
StormGuard
Measures Market Health
Not only do SectorSurfer's trend-following
algorithms inherently steer around and avoid
poorly performing funds, but its StormGuard
Indicator monitors overall market health
and advises a move to the safety of a money
market fund when market storms approach. The StormGuard Indicator is
calculated daily from a basket of broad
market indicators.
Optimized for Minimum Probability of Loss
The StormGuard Indicator optimally tunes
itself for the minimum probability of loss
according to the character of the
constituent funds/stocks of each
SectorSurfer Strategy by balancing the
probability of whipsaw loss from reacting
too quickly
to market dips against the
probability of loss from reacting too slowly
to major downturns.
Diversify and Rebalance?
Warren Buffet instructs:
"Risk can be
greatly reduced by concentrating on only a
few holdings."
SectorSurfer practices
serial diversification
by owning many very different things,
just one at a time.
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Additional Resources
• Short video demo about how SectorSurfer
makes lower risk possible.
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StormGuard Technical Details in the
SectorSurfer Online User Manual.
•
Sector Rotation Theory Page
provides theory summary and technical
explanations.
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Instructive Video |
Additional
Resources
• Short video demo showing how to select or custom build
Strategies.
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SectorSurfer Online User Manual details all
the features and functions.
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Subscription Plans range from Free to just a monthly
pittance for Premium Strategies.
• Our will help you
quickly create an account to get you SectorSurfing.
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Instructive Video |
SectorSurfer's Algorithm
Validation
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Overview
SectorSurfer's validation is confirmed
by the
validation of each principle detailed in the
paragraphs below.
Trend Signals Exist in Market Data
In his 1996 book
Chaos and Order in the Capital Markets,
Edgar Peters applied the Hurst Range/Scale
analysis method to data from all capital
markets, including stocks, bonds,
commodities, and treasuries. He found that they
all have a significant short-term trend component that
dissipates after numerous months.
• See Hurst Exponent Reveals Trends on
the Sector Rotation Theory Page for further
technical information.
Momentum Strategies Really Work
When you can get the media, industry, and
academia to agree that something is real and
works, then you know you really have
something. These three momentum trading
articles do just that:
• The Economist:
Momentum in Financial Markets. A survey
of strategy results and expert commentary.
• Columbine Capital
Price Momentum - a Twenty Year Research Effort. Industry momentum white paper.
• Jegadeesh & Titman
Profitability of Momentum Strategies.
A fundamental academic momentum paper.
SectorSurfer's Performance is
Trend Based
How can we tell that the trend signal we
extract from the noisy market data really
does drive SectorSurfer's performance? The
Hurst exponent measures the quality of the
trend signal and has a month-end bump in its
character. This bump is a fingerprint
likewise found in the character of
SectorSurfer Strategy performance.
• See SectorSurfer's
Trend Fingerprint on the Sector Rotation Theory Page for
further technical information.
Trend Signals Exhibit
Stationarity
Stationarity refers to the character of a
random process remaining the same, such as
the distribution in heights of men, shoe
sizes for women, or trend lengths in market
data. Stationarity enables one to
confidently manufacture shoes of various
sizes even though the shoe size of the next
customer is unknown. Backtesting provides
assessment of market character. Stationarity
in market character enables strategy design
to learn from the past in order to improve
one's batting average for future investment
choices.
• See Trend
Signal Stationarity on the Sector Rotation Theory Page for
further technical information.
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SectorSurfer's
Improved
Technology
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Background
"Diversify and Rebalance" was born with MPT (Modern
Portfolio Theory) in 1950 when we had
rotary dial telephones. Today the telecom
industry has wireless digital cell phones
with touch screens, video cameras, voice
dialing, and GPS maps.
But,
the financial industry is still selling us 1950s
diversify and rebalance?
Extracting the Trend Signal is Everything
If the EMH (efficient
market hypothesis) were true, the future
would be random and the
Hurst exponent of market data would be
exactly 0.5, but it's not, because market data
contains significant trends. A trend
means that information from the recent past
tells you something about the near future.
There is nothing more important than to
apply the best signal processing
technology available to extract the trend
signal from noisy market data to improve one's
investment batting average. (Here's why, MPT is blind to trends.)
Differential Signal Processing
One of the most fundamental methods for improving the
signal-to-noise
ratio in data communications is
to eliminate common mode noise via
differential signal processing. That's why it's built into
Ethernet and USB.
Most charting and analysis software
evaluates ticker symbols independently,
which taints the analysis with common mode
market noise resulting in excess whipsaw
losses reacting to noise unrelated to its
own relative performance. SectorSurfer's
simultaneous
differential analysis eliminates common mode noise.
Matched Filter Theory
Matched filter theory provides the basis by which
trend signals can be optimally extracted
from noisy market data. The well-known academic paper
Profitability of Momentum Strategies, by Jegadeesh & Titman
used a simple equally weighted SMA (Simple
Moving Average) of length 6 months as its
trend measure. However, neither the SMA nor 6 months are near optimum
compared to the Matched Filter Theory solution. Simply put:
better trend analysis produce better results. See this
summary comparison and the Strategy Hall of Fame.
Automated Strategy Optimization
Investors familiar with technical chart
indicators know how tedious it is to
determine which indicators and what
parameters to use. SectorSurfer completely
automates this process for you. Better
results, less time!
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